#Rails

Articles about Rails — exploring patterns, best practices, and real-world implementations in production systems.

16 posts tagged with rails. ← Blog home

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Pratik Dhanave · ·7 min read

Engineering SEPA: Mandates, Sequence Types, and the R-Transaction State Machine

How to engineer SEPA SCT and SDD flows: mandate lifecycle storage, pre-notification timing, FIRST/RCUR sequence types, and the R-transaction taxonomy modeled as an explicit state machine.

Teaches how to engineer SEPA SCT and SDD flows: mandate lifecycle storage, pre-notification timing, FIRST/RCUR sequence types, and the R-transaction taxonomy (reject/return/refund/reversal/revocation) as a state machine.

#Fintech#Payments#Rails#Financial Systems#Distributed Systems#Payment Rails
Pratik Dhanave · ·7 min read

Threading a UETR Through SWIFT MT-to-MX Migration

How to parse legacy MT103/MT202 fields, map them to MX pacs equivalents during coexistence, and thread a gpi UETR end-to-end so a cross-border payment stays trackable across correspondent hops.

Teaches how to parse legacy MT103/MT202 fields, map them to MX pacs equivalents during coexistence, and thread a gpi UETR end-to-end so a cross-border payment is trackable across correspondent hops.

#Fintech#Payments#Rails#Financial Systems#Distributed Systems#Payment Rails
Pratik Dhanave · ·7 min read

Building for Instant Payments: RTP, FedNow, and Request-for-Payment

How to engineer for 24x7 irrevocable instant credit — synchronous ISO 20022 messaging, request-for-payment flows, and idempotent liquidity checks with no batch cutoff.

Teaches how to build for 24x7 irrevocable instant credit: synchronous ISO 20022 request/response, request-for-payment (RfP) flows, credit-transfer timeouts, and idempotent liquidity checks at the rail with no batch cutoff.

#Fintech#Payments#Rails#Financial Systems#Distributed Systems#Payment Rails
Pratik Dhanave · ·8 min read

The FIX Protocol: Engineering a Session and Order Gateway

The 40-year-old tag=value protocol still carrying most of the world's equity orders — and how to build an engine that survives a dropped connection.

How FIX session layer (logon, heartbeat, sequence-number gap-fill, resend) and application layer (NewOrderSingle, ExecutionReport) actually work, and how to build a resilient FIX engine.

#Fintech#Capital Markets#Rails#Trading#Financial Systems#Payment Rails#Payments
Pratik Dhanave · ·7 min read

Modeling ISO 20022 Payment Messages Without Losing Your Mind

How to treat pain, pacs, and camt as one typed, schema-driven domain instead of a pile of XML you concatenate by hand.

Teaches how to model, validate, and generate ISO 20022 XML payment messages (pain.001 initiation, pacs.008 interbank, camt.053 statements) with schema-driven typing, structured references, and idempotent message identifiers.

#Fintech#Payments#Rails#Financial Systems#Distributed Systems#Payment Rails
Pratik Dhanave · ·7 min read

Building a Byte-Level ISO 8583 Codec for Card Authorization

A field-by-field guide to decoding bitmaps, data elements, and MTI so a raw TCP frame becomes a typed auth request you can trust.

Teaches how to build a byte-level ISO 8583 encoder/decoder: primary/secondary bitmaps, data-element (DE) field definitions, MTI parsing, and stan/RRN correlation for card authorization messaging.

#Fintech#Payments#Rails#Financial Systems#Distributed Systems#Payment Rails
Pratik Dhanave · ·8 min read

Building a NACHA ACH File Processor: Records, Hash Totals, and Return Codes

Model the fixed-width record hierarchy, warehouse entries until their effective date, and turn R-series returns into automated re-presentment.

Teaches how to build a NACHA file processor: fixed-width file/batch/entry/addenda record hierarchy, hash totals, effective-entry-date windows, and handling R-series return/NOC codes with automated re-presentment logic.

#Fintech#Payments#Rails#Financial Systems#Distributed Systems#Payment Rails
Pratik Dhanave · ·8 min read

The Card Payment Actors Map: Who Actually Does What

One reference model of every party in a card transaction — cardholder, merchant, gateway, acquirer/processor, scheme, and issuer — and the settlement path that moves the real money back the other way.

One reference map of who does what in a card payment: cardholder, merchant, gateway, acquirer/processor, scheme, issuer, and the settlement return path.

#Fintech#Payments#Rails#Financial Systems#Distributed Systems#Payment Rails

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse the blog or explore related topics using the tag cloud above.